mlpack_gmm(1) - Linux man page

Name

gmm - gaussian mixture model (gmm) training

Synopsis

 gmm [-h] [-v] -i string [-g int] [-o string] [-s int]

Description

This program takes a parametric estimate of a Gaussian mixture model (GMM) using the EM algorithm to find the maximum likelihood estimate. The model is saved to an XML file, which contains information about each Gaussian.

Required Options

--input_file (-i) [string]

File containing the data on which the model will be fit.

Options

--gaussians (-g) [int]

Number of Gaussians in the GMM. Default value 1.

--help (-h)

Default help info.

--info [string]

Get help on a specific module or option. Default value ''.

--output_file (-o) [string]

The file to write the trained GMM parameters into (as XML). Default value 'gmm.xml'.

--seed (-s) [int]

Random seed. If 0, 'std::time(NULL)' is used. Default value 0.

--verbose (-v)

Display informational messages and the full list of parameters and timers at the end of execution.

Additional Information

For further information, including relevant papers, citations, and theory, consult the documentation found at http://www.mlpack.org or included with your distribution of MLPACK.